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Exploring social representations of adapting to climate change using topic modeling and Bayesian networks Ecology and Society
Lynam, Timothy; Reflecting Society; James Cook University, Department of Anthropology; CSIRO; tim.lynam@internode.on.net.
When something unfamiliar emerges or when something familiar does something unexpected people need to make sense of what is emerging or going on in order to act. Social representations theory suggests how individuals and society make sense of the unfamiliar and hence how the resultant social representations (SRs) cognitively, emotionally, and actively orient people and enable communication. SRs are social constructions that emerge through individual and collective engagement with media and with everyday conversations among people. Recent developments in text analysis techniques, and in particular topic modeling, provide a potentially powerful analytical method to examine the structure and content of SRs using large samples of narrative or text. In this...
Tipo: Peer-Reviewed Reports Palavras-chave: Bayesian network modeling; Climate change adaptation; Narrative; Sense making; Social representations; Text analysis; Topic modeling.
Ano: 2016
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Can sense-making tools inform adaptation policy? A practitioner’s perspective Ecology and Society
Milne, Kyla M. G.; Nova Scotia Environment; milnekm@gov.ns.ca.
As governments struggle to find solutions to complex problems like climate change, policy makers look for tools that can capture complexity and elicit insight. I explored the application of one such tool, known as “SenseMaker,” in helping Canadian policy makers understand the factors that enable or hinder climate change adaptation in Canada. I have reflected on the usefulness of SenseMaker and of a multiperspective, multimethod approach to investigating perceptions and experiences of adaptation. The challenges and advantages of applying this analysis in government were explored, and data findings assessed for their impact on policy. Findings showed that although the approach has promise, further work and testing are needed before...
Tipo: Peer-Reviewed Insight Palavras-chave: Climate adaptation; Complexity; SenseMaker; Sense making; Social psychology; Wicked problems.
Ano: 2015
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